What is an LLM and how does it work?

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Answer

A Language Model (LLM) is a type of artificial intelligence designed to understand and generate human language. It works by analyzing vast amounts of text data to learn patterns, grammar, context, and semantics. The model uses deep learning techniques, particularly neural networks, to predict the likelihood of a sequence of words. When given a prompt, the LLM generates coherent text based on the patterns it has learned, making it useful for applications such as chatbots, content generation, and translation.

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Profile of Eslam A., Lead Data Scientist - AI, Machine Learning and LLM Platforms at Softaims
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Softaims
Eslam A., Lead Data Scientist - AI, Machine Learning and LLM Platforms at Softaims

Eslam A.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Suez
Eslam A. | SoftaimsMember Since 2017
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LLMLLM Prompt EngineeringData ScienceNatural Language ProcessingChatbot DevelopmentLangChainPythonOpenAI APIMachine LearningDeep Neural NetworkData MiningArtificial IntelligenceLarge Language ModelComputer VisionRecommendation SystemPython Scikit-LearnFine devQodoAugment Code

My name is Eslam A. and I have over 8 years of experience in the tech industry. I specialize in the following technologies: Data Science, Natural Language Processing, Chatbot Development, LLM Prompt Engineering, LangChain, etc.. I hold a degree in Master's degree, Master's degree, Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: Colorize Your Grayscale Images Using DeOldify and Gradio, RCL Mastery of Tabular Data: Superior Stability & Accuracy (paper), Redefining Words: The Simple Power RCL in Text Classification (paper), Text-Image Generation with AltDiffusion Model for Arabic Dialects, Advanced AI Job Recruitment Recommendation System with Chatbot, etc.. I am based in Suez, Egypt. I've successfully completed 10 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims' clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Experience
8 years
Availability
More than 30 hrs/week
Hourly Rate
$35
Rating
Previous Company
Microsoft
Profile of Andrei Daniel P., Lead Backend Engineer - PHP, DevOps and AI Platforms at Softaims
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Softaims
Andrei Daniel P., Lead Backend Engineer - PHP, DevOps and AI Platforms at Softaims

Andrei Daniel P.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+02:00UTC+02:00
Country: ItalyItaly
Rio Saliceto
Andrei Daniel P. | SoftaimsMember Since 2015
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LLM Prompt EngineeringAPI DevelopmentCustom PHPLaravelApplication Performance Monitoring SoftwareNew RelicSecurity InfrastructureDevOpsn8nAI Model Integration

My name is Andrei Daniel P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 projects while developing at Softaims. I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers. I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined. My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

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Experience
1 Year
Availability
Full-time
Hourly Rate
$50
Rating
Previous Company
Reply S.p.A.
Profile of Hasan Mohammod T., Software Engineer - AI, Cloud and General Development at Softaims
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Softaims
Hasan Mohammod T., Software Engineer - AI, Cloud and General Development at Softaims

Hasan Mohammod T.

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Timezone: UTC+06:00UTC+06:00
Country: BangladeshBangladesh
Dhaka
Hasan Mohammod T. | SoftaimsMember Since 2023
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LLM Prompt EngineeringArtificial IntelligenceMachine LearningPythonWeb ScrapingAPI DevelopmentAPI IntegrationGoogle CloudLangchainOpenAI APIAutomated WorkflowContinuous DeploymentAI Agent DevelopmentSaaS DevelopmentChatbot DevelopmentAmazon CodeWhispererOpenAI CodexAider

My name is Hasan Mohammod T. and I have over 2 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Python, Web Scraping, API Development, etc.. I hold a degree in Bachelor of Science (BS), , Master of Information Technology (MIT). Some of the notable projects I’ve worked on include: FlightRadar: Machine Learning-Based Airlines Delay Detection System, How I integrated a database and a fully working website, How I made a interacting retro RPG storytelling game for my client. I am based in Dhaka, Bangladesh. I've successfully completed 3 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

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Experience
2 years
Availability
Full-time
Hourly Rate
$25
Rating
Previous Company
DataSoft Systems Bangladesh Limited
Profile of Khaled M., Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims
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Softaims
Khaled M., Software Engineer - AI, Cloud and Computer Vision Platforms at Softaims

Khaled M.

llm

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Timezone: UTC+02:00UTC+02:00
Country: EgyptEgypt
Sohag
Khaled M. | SoftaimsMember Since 2022
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LLM Prompt EngineeringComputer VisionSQLPyTorchTensorFlowDockern8nChatbotLangChainVector DatabaseMake.comRetrieval Augmented GenerationAWS LambdaAI Agent DevelopmentAI Chatbot

My name is Khaled M. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Computer Vision, SQL, PyTorch, TensorFlow, Docker, etc.. I hold a degree in Bachelor's degree, Master's degree. Some of the notable projects I've worked on include: Modown – AI Meeting Report Generator (Mobile App), AI Product Recommendation Chatbot, AI-Based Image Caption Generator Using Google Gemini API, AI Agent based on Contextual RAG for Arabic [legal texts], AI Assistant [agent using n8n], etc.. I am based in Sohag, Egypt. I've successfully completed 15 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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Experience
3 years
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
Previous Company
Suhag University
Profile of Muhammet Emin K., Junior Software Engineer - AI, Machine Learning and General Development at Softaims
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Softaims
Muhammet Emin K., Junior Software Engineer - AI, Machine Learning and General Development at Softaims

Muhammet Emin K.

llm

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Timezone: UTC+03:00UTC+03:00
Country: TurkeyTurkey
Bursa
Muhammet Emin K. | SoftaimsMember Since 2025
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LLMLLM Prompt EngineeringArtificial IntelligenceMachine LearningMachine Learning ModelComputer VisionNatural Language ProcessingObject DetectionClassificationYOLOAI TradingLarge Language ModelDeep LearningMathematicswebsim AiChariotHeyboss

My name is Muhammet Emin K. and I have over 0 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Machine Learning, Machine Learning Model, Computer Vision, Natural Language Processing, etc.. I hold a degree in Bachelor of Computer Science (BCompSc), High school degree. Some of the notable projects I've worked on include: AI in Transportation – Teknofest Finalist Project, Turkish NER & Entity-Centric Sentiment API, Stroke Prediction Using Machine Learning, AI-Powered RAG System for PDF Question Answering, AI in Healthcare – Mammogram Detection & Classification, etc.. I am based in Bursa, Turkey. I've successfully completed 6 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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Experience
1 Year
Availability
More than 30 hrs/week
Hourly Rate
$25
Rating
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optimak stu
Profile of Ahmed J., Senior Software Engineer - AI, Generative AI and AI Platforms at Softaims
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Softaims
Ahmed J., Senior Software Engineer - AI, Generative AI and AI Platforms at Softaims

Ahmed J.

llm

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Timezone: UTC+02:00UTC+02:00
Country: GermanyGermany
Berlin
Ahmed J. | SoftaimsMember Since 2019
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LLMArtificial IntelligenceLarge Language ModelGenerative AIGenerative AI SoftwareGenerative AI Prompt EngineeringMultimodal Large Language ModelAI ChatbotAI ConsultingAI Agent DevelopmentClaude 3.5 SonnetAI PlatformAI DevelopmentAI Mobile App DevelopmentAI Model IntegrationAI Model DevelopmentWindsurfFirebase StudioRocket New

My name is Ahmed J. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Large Language Model, Generative AI, Generative AI Software, Generative AI Prompt Engineering, etc.. I hold a degree in , Bachelor of Business Administration (BBA), Other, Other. Some of the notable projects I've worked on include: E-learning Medical AI Chatbot, E-learning Metabolic Fitness AI Chatbot, AI Custom Medical Articles & Book Writing Agent, AI Scientific Competitive Research Reporting Platform, Multilingual Business Law Advisory AI Chatbot, etc.. I am based in Berlin, Germany. I've successfully completed 16 projects while developing at Softaims. I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process. I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape. My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

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Experience
6 years
Availability
As Needed - Open to Offers
Hourly Rate
$49
Rating
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AI Dev Studio
Profile of Saqib S., Senior Full-Stack Engineer - AI, Web and Generative AI Platforms at Softaims
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Softaims
Saqib S., Senior Full-Stack Engineer - AI, Web and Generative AI Platforms at Softaims

Saqib S.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-08:00UTC-08:00
Country: United StatesUnited States
Sugar Land
Saqib S. | SoftaimsMember Since 2019
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LLM Prompt EngineeringArtificial IntelligenceGraph DatabaseDeep LearningNatural Language ProcessingGenerative AIAI Agent DevelopmentAI ChatbotData AnalysisReactNode.jsNext.jsWeb DevelopmentOpenAI APIChatGPTReact NativeNextjsVibeCodea0Trickle

My name is Saqib S. and I have over 6 years of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, LLM Prompt Engineering, Graph Database, Deep Learning, Natural Language Processing, etc.. I hold a degree in Bachelor of Applied Science (BASc), Master's degree. Some of the notable projects I’ve worked on include: Portfolio, AI-Powered Resume Ranking & Parsing System for Automated Hiring, AI-Powered Business Incubator Platform, HomeShield: AI-Powered Real-Time Home Safety Monitoring System, AI-Powered Floor Plan Icon Matcher - Interactive Tool for Architects, etc.. I am based in Sugar Land, United States. I've successfully completed 49 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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Experience
6 years
Availability
Full-time
Hourly Rate
$75
Rating
Previous Company
Google
Profile of Onisa M., Senior Software Engineer - AI, Machine Learning and Python Platforms at Softaims
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Softaims
Onisa M., Senior Software Engineer - AI, Machine Learning and Python Platforms at Softaims

Onisa M.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+03:00UTC+03:00
Country: TanzaniaTanzania
Dar es Salaam
Onisa M. | SoftaimsMember Since 2020
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LLM Prompt EngineeringMachine LearningDeep LearningPyTorchOpenCVArtificial IntelligencePythonGenerative AISQLNatural Language ProcessingTensorFlowComputer VisionData ProcessingDiffusion ModelConvolutional Neural NetworkCodevCodeGeeXAskCodi

My name is Onisa M. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Machine Learning, Deep Learning, PyTorch, LLM Prompt Engineering, OpenCV, etc.. I hold a degree in Associate's degree. Some of the notable projects I've worked on include: Ads Impression Estimation Via Geo Spatial data, Computational Analysis of Drug Efficacy in Murine Models, Transformer-based Crowd Counting Model, Advanced Biometric Verification System for KYC, AI-Powered Vehicle Counter with Dynamic Region of Interest, etc.. I am based in Dar es Salaam, Tanzania. I've successfully completed 7 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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Experience
5 years
Availability
As Needed - Open to Offers
Hourly Rate
$40
Rating
Previous Company
ATG Properties LLC
Profile of Leonardo P., Lead Data Engineer - Python, SQL and Data Platforms at Softaims
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Softaims
Leonardo P., Lead Data Engineer - Python, SQL and Data Platforms at Softaims

Leonardo P.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC-03:00UTC-03:00
Country: BrazilBrazil
Florianopolis
Leonardo P. | SoftaimsMember Since 2013
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LLM PromptPythonSQLData IntegrationFivetranDatabricks PlatformApache SparkAnalyticsETL PipelineData WarehousingData ModelingData Quality AssessmentLangchainData EngineeringData LakeData ScienceData Analysis

My name is Leonardo P. and I have over 12 years of experience in the tech industry. I specialize in the following technologies: Python, SQL, Data Integration, Fivetran, Databricks Platform, etc.. I hold a degree in Bachelor's, Other. Some of the notable projects I’ve worked on include: Recommended LLMs (Private + Secure), Example LLM-Powered DQ Workflows, Cloud Data Platform, LLM-Powered Data Architecture, LLM-Powered Workflow. I am based in Florianopolis, Brazil. I've successfully completed 4 projects while developing at Softaims. I approach every technical challenge with a mindset geared toward engineering excellence and robust solution architecture. I thrive on translating complex business requirements into elegant, efficient, and maintainable outputs. My expertise lies in diagnosing and optimizing system performance, ensuring that the deliverables are fast, reliable, and future-proof. The core of my work involves adopting best practices and a disciplined methodology, focusing on meticulous planning and thorough verification. I believe that sustainable solution development requires discipline and a deep commitment to quality from inception to deployment. At Softaims, I leverage these skills daily to build resilient systems that stand the test of time. I am dedicated to making a tangible difference in client success. I prioritize clear communication and transparency throughout the development lifecycle to ensure every deliverable exceeds expectations.

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Experience
12 years
Availability
Full-time
Hourly Rate
$45
Rating
Previous Company
Mercado Livre
Profile of Muhammad A., Software Engineer - AI, Automation and Generative AI Platforms at Softaims
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Softaims
Muhammad A., Software Engineer - AI, Automation and Generative AI Platforms at Softaims

Muhammad A.

llm

Verified BadgeVerified Expert in Engineering
Timezone: UTC+01:00UTC+01:00
Country: NigeriaNigeria
Abuja
Muhammad A. | SoftaimsMember Since 2021
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LLM Prompt EngineeringTechnical WritingArticle WritingDigital ElectronicsBlog WritingPythonDeep Learning FrameworkInformation & Communications TechnologyAI Agent DevelopmentGenerative AI Prompt Engineeringn8nAutomationAutomated WorkflowLangChainAPI Integration

My name is Muhammad A. and I have over 4 years of experience in the tech industry. I specialize in the following technologies: Technical Writing, Article Writing, Digital Electronics, Blog Writing, Python, etc.. I hold a degree in Bachelor of Engineering (BEng), Master of Technology (MTech), Master's degree. Some of the notable projects I've worked on include: blockchain articles, web development portfolio, Technical content on Javascript, IT article for IOT, Custom WordPress site from client-supplied design, etc.. I am based in Abuja, Nigeria. I've successfully completed 15 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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Experience
4 years
Availability
More than 30 hrs/week
Hourly Rate
$30
Rating
Previous Company
Marketomic

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Working with Softaims allowed us to quickly onboard highly skilled engineers who integrated seamlessly with our team. The experience was smooth and the results exceeded our expectations.

The Softaims platform gave us access to developers who immediately added value. Their expertise and professionalism made the entire process seamless.

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